基于BPSO-NBayes的雷暴释用预报技术研究   总被引：1，自引：1，他引：0  

刘亚杰  胡邦辉  王学忠  王举  黄泓 《气象科学》2018,38(3):370-377

提出了一种新的雷暴预报法,即二进制粒子群-朴素贝叶斯分类器(Binary Particle Swarm Optimization-Naive Bayesian Classifiers,BPSO-NBayes)方法,以福州、连城、宁波3站为例,对使用T511数值预报产品站点的雷暴释用预报技术进行研究。利用2010—2014年T511数值预报产品和单站观测资料,使用BPSO-NBayes方法,建立了0~72 h雷暴预报模型,并与Fisher判别准则和Bayes判别准则进行比较。预报结果表明,BPSO-NBayes模型临界成功指数都在0.29以上,平均值达到0.33以上,是3种方法中最好的,空报率都在0.59以下,漏报率在0.60以下,而且变化幅度很小。BPSO-NBayes模型明显优于Fisher判别准则和Bayes判别准则,具有良好的稳定性和预报能力。  相似文献   

江西省新一代中短期预报业务流程介绍     

张瑛  许爱华 《气象与减灾研究》2005,28(1):22-24

按照中国气象局以数值预报产品为基础,以MICAPS预报人机交互系统为工作平台的思路．建立了包括气候背景、预报思路、天气会商、预报制作和管理5个模块的江西省新一代中短期预报业务流程,并重点介绍了数据转换、综合图定义、参数修改、网络改造等有关的本地化工作,以及包括天气形势描述、要素预报的人机交互修改、全省实况描述的预报制作和预报产品自动或半自动生成技术。  相似文献   

Primary Product Distributions from the Reaction of OH with m-, p-Xylene, 1,2,4- and 1,3,5-Trimethylbenzene     

D. F. Smith  T. E. Kleindienst  C. D. McIver 《Journal of Atmospheric Chemistry》1999,34(3):339-364

A study was conducted to examine the OH-initiated degradation products of the four title compounds in the presence of sub-part-per-million levels of NO_x. The oxidation was conducted in a dynamic reactor to minimize the conversion of the aromatic compounds. The experiments were designed to represent reaction pathways that occur in the atmosphere at ambient NO₂ concentrations. A wide range of ring-retaining and ring-cleavage products having widely varying yields were measured during the study. For m-xylene, the major primary products observed (with molar yields) were methyl glyoxal (0.40), 4-oxo-2-pentenal (0.12), glyoxal (0.079), and m-tolualdehyde (0.049). For p-xylene, the major primary products were p-tolualdehyde (0.103), 2,5-dimethylphenol (0.13), cis-3-hexene-2,5-dione (0.176), trans-3-hexene-2,5-dione (0.045), 2-methyl-butenedial (0.071), glyoxal (0.394), and methylglyoxal (0.217). Several other reaction products were measured at yields less than 3%. The primary products for OH + 1,2,4-trimethylbenzene were found as follows: methylglyoxal (0.44), glyoxal (0.066), cis-3-hexene-2,5-dione (0.13), trans-3-hexene-2,5-dione (0.031), biacetyl (0.114), 3-methyl-3-hexene-2,5-dione (0.079), and 2-methyl-butenedial (0.045). Six other (ring retaining) products were measured at yields less than 3%. The primary products for OH + 1,3,5-trimethylbenzene were methylglyoxal (0.90), 3-methyl-5-methylidene-5(2H)-furanone (0.1), 3,5-dimethyl-3(2H)-2-furanone (0.1), 3,5-dimethyl-5(2H)-2-furanone biacetyl (0.08), and 2-methyl-4-oxo-2- pentenal (0.05). Three other products were detected at molar yields less than 5%. In some cases, the yields for the ring fragmentation products could only be based on calibrations from surrogate compounds. Yields for several of the unsaturated dicarbonyl compounds have not been reported previously while yields for methylglyoxal, glyoxal, and biacetyl are largely consistent with previous reports. Some of the primary furanone products are the identical to those reported as secondary products in aromatic systems.  相似文献   

提高月降水量预报精度的一种尝试     

张永革  王延贵 《气象》1999,25(10):35-37

用原始数据建立的多元自回归预报模型,虽然对气压,气温,绝对湿度的预报精度很高,但对月降水量的预报粗度较低,改用自典型相关因子建模,大大提高了月降水量的预报精度,对气压,气温,绝对湿度的预报亦有所改进。  相似文献   

三峡地区气候Z-R关系     

张家国  王佐兵  力梅  杨洪平  万玉发  蔡宏 《气象》1999,25(3):44-48

在三峡地区降水条件气候均匀区域划分的基础上,用Ａｔｌａｓ一阶矩概率匹配法,分别在每一个区域建立了对流型、雷雨混合型、阵雨混合型３种雨型随测距变化的气候Ｚ－Ｒ关系。这些关系能综合订正由波束平均作用、雨区对电磁波的衰减等因素所造成的雷达测量降水的误差  相似文献   

海洋生态产品价值实现的参与主体演化博弈分析     

史亚平  朱庆林 《海洋通报》2023,(5)

海洋生态产品价值实现对推进海洋生态文明建设与海洋经济高质量发展具有重要意义。目前,海洋生态产品价值实现存在市场化程度不高、公众参与度低、实现不充分等问题。本文通过构建海洋生态产品价值实现参与主体（企业、政府和社会公众）的演化博弈模型,探究各方主体的策略稳定性规律,探讨三方博弈系统的均衡点及其稳定性,并运用Matlab仿真分析不同参数变化对系统演化的影响,最后依据博弈分析结果为探索“政府＋市场”的海洋生态产品价值实现路径提供对策建议。结果表明,政府是海洋生态产品价值实现的引导者与推动者,管控成本和社会收益是影响其策略选择的主要因素,加强政府的奖惩力度、增加企业提供海洋生态产品的潜在收益、降低供给成本对企业参与海洋生态产品价值实现具有正向作用,社会公众购买海洋生态产品所获效用的提升与监督成本的减少有利于促进社会公众参与海洋生态产品价值实现。  相似文献   

太湖典型植物氨基酸组成特征及其对水环境的影响   总被引：1，自引：0，他引：1  

刘丹  白画画  朱元荣  林樱  吴丰昌 《湖泊科学》2015,27(1):119-127

在太湖两个不同湖区(东太湖和贡湖)各选择了8种不同类型的典型水生植物和1种陆生植物全株作为研究对象,采用邻苯二甲醛柱前衍生-反相高效液相色谱法对其中15种氨基酸的组成特征进行了分析,并探讨了植物来源氨基酸对湖泊水环境的影响.结果表明东太湖区域植物体中总可水解氨基酸(THAAs)的平均含量为861.6±182.96μmol/g,贡湖区域植物体中THAAs平均含量为700.0±232.3μmol/g;不同类型植物体中THAAs的含量大小依次为:沉水植物、浮叶植物挺水植物陆生植物;其中天冬氨酸、谷氨酸、精氨酸、丙氨酸和赖氨酸是THAAs的主要组成部分,这5种氨基酸的摩尔浓度占氨基酸总量的50%以上;太湖植物中THAAs所含的氮元素对植物总氮的贡献在30.7%~94.7%之间,是植物体氮元素的主要组分,也是内源氮输入的主要来源.东太湖区域采集的植物样品中各氨基酸的浓度比例与东太湖水体氨基酸组成差异较大,但与沉积物氨基酸组成较吻合,表明东太湖植物来源的有机质和氨基酸是沉积物中有机质和氨基酸的重要来源.  相似文献   

基于SWAT模型的南四湖流域非点源氮磷污染模拟   总被引：7，自引：2，他引：5  

李爽  张祖陆  孙媛媛 《湖泊科学》2013,25(2):236-242

本文利用SWAT模型结合实测数据,对南四湖流域2001-2010年年均非点源氮磷污染进行模拟,分析了南四湖流域非点源氮磷负荷空间分布特征,计算各河流流域对南四湖湖区污染的贡献率,并对非点源氮磷污染严重的关键区进行识别.研究表明:(1)先模拟湖东和湖西的两个典型小流域的非点源氮磷污染,并将模型推及整个南四湖流域,该方法不仅提高了计算效率,且得到了较好的模拟结果.通过对比发现,湖东的模拟效果要好于湖西,一定程度上说明SWAT模型在起伏较大的地区能取得更高的精度.(2)南四湖流域非点源氮磷污染严重,几乎所有区域的氮负荷超标,40%以上的区域磷负荷超标严重.湖东非点源氮磷污染较湖西严重,其中洸府河流域是南四湖湖区非点源氮磷污染的主要贡献者.(3)通过对径流量、泥沙负荷、氮负荷、磷负荷的相关分析可以得出,南四湖流域非点源氮负荷以溶解态为主,随径流进入水体;非点源磷负荷以吸附态为主,随泥沙进入水体.  相似文献   

Consistency of precipitation products over the Arabian Peninsula and interactions with soil moisture and water storage     

Youssef Wehbe  Marouane Temimi  Dawit T. Ghebreyesus  Adam Milewski  Hamid Norouzi  Elsy Ibrahim 《水文科学杂志》2018,63(3):408-425

The regional-scale consistency between four precipitation products from the GPCC, TRMM, WM, and CMORPH datasets over the Arabian Peninsula was assessed. Their macroscale relationships were inter-compared with soil moisture and total water storage (TWS) estimates from AMSR-E and GRACE. The consistency analysis was studied with multivariate statistical hypothesis testing and Pearson correlation metrics for the period from January 2000 to December 2010. The products and GRACE estimates were assessed over a representative sub-domain (United Arab Emirates) with available in situ well observations. Next, geographically temporally weighted regression (GTWR) was employed to examine the interdependencies among the peninsula’s hydrological components. The results showed GPCC-TRMM recording the highest correlation (0.85) with insignificant mean differences over more than 90% of the peninsula. The highest GTWR predictive performance of TWS (R² = 0.84) was achieved with TRMM forcing, which indicates its potential to monitor changes in TWS over the arid peninsular region.  相似文献   

RCCC-WBM水量平衡模型在北方典型流域的适用性研究   总被引：1，自引：0，他引：1  

赵建华  王国庆  张建云  贺瑞敏  万思成 《水文》2018,38(2):25-29

流域水文模型是开展环境变化影响分析和水资源评价的重要工具。以山西省的5个不同尺度的代表性流域为研究对象,分析了RCCC-WBM模型在山西省的区域适用性。结果表明:RCCC-WBM模型能够较好地模拟出山西省径流年内分配特征和年代际变化特点,对典型流域月径流量模拟的Nash-Sutcliffe模型效率系数超过65%,水量模拟误差也较小,该模型在山西省具有较好的适用性,可以用于山西省水资源评价等方面的科学研究。  相似文献